We propose a simple model where the innovation rate of a technological domain depends on the innovation rate of the … predictability of innovation rates can be boosted substantially when network effects are taken into account. In the case where a … technology's neighbourhood further innovation rates are known, the average predictability gain is 28% compared to simpler time …

Professor Colleen Chien recently developed an innovative and important model that relies on a patent's "after …-acquired" characteristics to predict the chances that the patent will be involved in litigation. This comment critiques Professor Chien's model … definition of data regarding the patent owner, further categorization of reexamination data, and research into the timing of …

technologies, and conflicts with basic patent theory. Accordingly, the Patent Office and courts need to reconsider how they use … the analysis away from the gap between the prior art and the invention to the invention only. The Patent Office, the …

patent applications cover inventions that will lead to FDA-approved drugs, potentially compromising the efficiency and … effectiveness of the agency’s efforts. Nor is it known how drug patent applicants differ from others in their use of examination … listing in the FDA’s “Orange Book.” We find that even within the same technology areas, patent applications that mature into …

European Innovation Scoreboard-EIS of the European Commission for the period 2010-2019. Data are analyzed with Panel Data with …” is positively associated, among others, to “Innovation Index” and “Enterprise Birth” and negatively associated, among …

Analysis of innovation has been fundamentally limited by conventional approaches to broad, structural variables. This … paper pushes the boundaries, taking an LLM approach to patent analysis with the groundbreaking ChatGPT technology. OpenAI …-squared predicting patent value, 12% in patent citations, and clearly isolates the worst and best applications. These models enable a …